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Full matrix generation diagonal matrix fit

[Generated automatically as a Generation summary]

Inputs

Description

Name:gen_full_fit_diag
Title:Full matrix generation diagonal matrix fit
Author:Wright Dose Ltd
Abstract:
One compartment model with absorption compartment and CL/V parametrisation.
This script uses a full covariance matrix to generate the data, but a diagonal matrix to fit.
Keywords:dep_one_cmp_cl; one compartment model; diagonal matrix; full matrix
Input Script:gen_full_fit_diag_gen.pyml
Diagram:

True f[X] values

f[KA] = 0.3
f[CL] = 3
f[V] = 20
f[PNOISE_STD] = 0.1
f[ANOISE_STD] = 0.05
f[CL_isv,V_isv] = [
    [ 0.15, 0.05 ],
    [ 0.05, 0.15 ]
]

Outputs

Generated parameter .csv files

Fixed Effects:fx_params.csv (gen)
Random Effects:rx_params.csv (gen)
Model params:mx_params.csv (gen)
State values:sx_params.csv (gen)
Predictions:px_params.csv (gen)
Synthetic Data:synthetic_data.csv (gen)

Plots

Dense sim plots

Alternatively see All dense_sim graph plots

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